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Shaun Moore | How Bias Impacts AI | Rise of AI Conference 2023
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Keynote "How Bias Impacts AI"
By Shaun Moore
Chief AI Officer Pangiam
Abstract:
This presentation provides an overview of the current facial recognition landscape, with a focus on the impact of demographic differentials and the necessity for bias mitigation in the development and application of facial recognition technology. The various categories of bias will be explored and the implications of these biases on fairness and accuracy will be explained. In addition, a variety of factors contribute to bias in facial recognition will be examined and we will explore how these disparities observe red shape the industry. Shaun will discuss potential strategies for bias mitigation, including data augmentation, diverse representation in training datasets, and more robust evaluation metrics to encourage the development of more inclusive and reliable technology for all.
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Rise of AI Conference took place in Berlin, May 2023. It was an event for the 250 leading minds in AI; while the content was streamed for free to 1000+ AI followers.
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JOIN over 30,000 AI Enthusiasts receiving the Rise of AI updates with news, invitations and special offers before everyone else.
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Rise of AI Conference 2023 | Berlin & Virtual
By Shaun Moore
Chief AI Officer Pangiam
Abstract:
This presentation provides an overview of the current facial recognition landscape, with a focus on the impact of demographic differentials and the necessity for bias mitigation in the development and application of facial recognition technology. The various categories of bias will be explored and the implications of these biases on fairness and accuracy will be explained. In addition, a variety of factors contribute to bias in facial recognition will be examined and we will explore how these disparities observe red shape the industry. Shaun will discuss potential strategies for bias mitigation, including data augmentation, diverse representation in training datasets, and more robust evaluation metrics to encourage the development of more inclusive and reliable technology for all.
▬▬▬▬
Rise of AI Conference took place in Berlin, May 2023. It was an event for the 250 leading minds in AI; while the content was streamed for free to 1000+ AI followers.
▬▬▬▬
JOIN over 30,000 AI Enthusiasts receiving the Rise of AI updates with news, invitations and special offers before everyone else.
▬▬▬▬
▬▬▬▬
Rise of AI Conference 2023 | Berlin & Virtual
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